Experiments in tripwire detection using visible and near IR imagery

Robert Luke*, James M. Keller, Paul D. Gader, Marjorie Skubic, Tsaipei Wang

*此作品的通信作者

研究成果: Conference article同行評審

4 引文 斯高帕斯(Scopus)

摘要

Detection of tripwires is an active area of investigation. Researchers at the University of Missouri and the University of Florida are jointly pursuing numerous approaches to detect both the trip wires and the mines to which they are connected. In this paper, we discuss issues related to the detection of tripwires both on a frame-by frame basis and within image sequences. A large data collection was performed under various environmental conditions. Using algorithms that operate on visible and near infrared imagery, several metrics are explored to categorize tripwire detection performance. Currently, the detection algorithm utilizes the Hough transform to detect line-like structures and then scores these candidates to distinguish between wires and linear background objects. Adaptations to the Hough transform are discussed to add robustness and to decrease the computational load. Within the sequence analysis, emphasis is placed on the use of fuzzy logic rules to integrate over time. Results of several experiments in the outdoor settings are described and analyzed.

原文English
頁(從 - 到)754-762
頁數9
期刊Proceedings of SPIE - The International Society for Optical Engineering
5415
發行號PART 2
DOIs
出版狀態Published - 20 12月 2004
事件Detection and Remediation Technologies for Mines and Minelike Targets IX - Orlando, FL, United States
持續時間: 12 4月 200416 4月 2004

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